Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 670 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 154.2 KiB |
| Average record size in memory | 235.7 B |
Variable types
| NUM | 21 |
|---|---|
| DATE | 1 |
| CAT | 1 |
Reproduction
| Analysis started | 2020-11-27 17:47:41.724947 |
|---|---|
| Analysis finished | 2020-11-27 17:48:53.037610 |
| Duration | 1 minute and 11.31 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
china_pm2.5 has a high cardinality: 163 distinct values | High cardinality |
seoul_covid_death is highly correlated with seoul_covid_confirmed and 1 other fields | High correlation |
seoul_covid_confirmed is highly correlated with seoul_covid_death and 1 other fields | High correlation |
seoul_covid_released is highly correlated with seoul_covid_confirmed and 1 other fields | High correlation |
y_pm10 is highly correlated with y_pm2.5 | High correlation |
y_pm2.5 is highly correlated with y_pm10 | High correlation |
transport_out is highly correlated with transport_in and 1 other fields | High correlation |
transport_in is highly correlated with transport_out and 1 other fields | High correlation |
transport_inandout is highly correlated with transport_in and 1 other fields | High correlation |
기압 is highly skewed (γ1 = -24.34635554) | Skewed |
안개시간 is highly skewed (γ1 = 21.71745376) | Skewed |
china_covid_death is highly skewed (γ1 = 20.48147298) | Skewed |
date has unique values | Unique |
transport_out has unique values | Unique |
transport_inandout has unique values | Unique |
seoul_covid_confirmed has 412 (61.5%) zeros | Zeros |
seoul_covid_death has 463 (69.1%) zeros | Zeros |
seoul_covid_released has 412 (61.5%) zeros | Zeros |
강수량 has 479 (71.5%) zeros | Zeros |
안개시간 has 665 (99.3%) zeros | Zeros |
china_covid_confirmed has 381 (56.9%) zeros | Zeros |
china_covid_death has 530 (79.1%) zeros | Zeros |
| Distinct count | 670 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| Minimum | 2019-01-01 00:00:00 |
|---|---|
| Maximum | 2020-10-31 00:00:00 |
Histogram
| Distinct count | 246 |
|---|---|
| Unique (%) | 36.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 769.8134328358209 |
|---|---|
| Minimum | 0.0 |
| Maximum | 6011.0 |
| Zeros | 412 |
| Zeros (%) | 61.5% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 733.75 |
| 95-th percentile | 5222.45 |
| Maximum | 6011 |
| Range | 6011 |
| Interquartile range (IQR) | 733.75 |
Descriptive statistics
| Standard deviation | 1538.826284 |
|---|---|
| Coefficient of variation (CV) | 1.998960031 |
| Kurtosis | 3.991387147 |
| Mean | 769.8134328 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.276549968 |
| Sum | 515775 |
| Variance | 2367986.331 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 412 | 61.5% | |
| 637 | 6 | 0.9% | |
| 633 | 3 | 0.4% | |
| 629 | 3 | 0.4% | |
| 628 | 3 | 0.4% | |
| 14 | 2 | 0.3% | |
| 624 | 2 | 0.3% | |
| 1662 | 1 | 0.1% | |
| 1230 | 1 | 0.1% | |
| 802 | 1 | 0.1% | |
| 5668 | 1 | 0.1% | |
| 774 | 1 | 0.1% | |
| 1250 | 1 | 0.1% | |
| 634 | 1 | 0.1% | |
| 742 | 1 | 0.1% | |
| 695 | 1 | 0.1% | |
| 602 | 1 | 0.1% | |
| 1675 | 1 | 0.1% | |
| 590 | 1 | 0.1% | |
| 265 | 1 | 0.1% | |
| 1474 | 1 | 0.1% | |
| 2077 | 1 | 0.1% | |
| 1334 | 1 | 0.1% | |
| 5851 | 1 | 0.1% | |
| 4904 | 1 | 0.1% | |
| Other values (221) | 221 | 33.0% |
| Value | Count | Frequency (%) | |
| 0 | 412 | 61.5% | |
| 14 | 2 | 0.3% | |
| 15 | 1 | 0.1% | |
| 22 | 1 | 0.1% | |
| 27 | 1 | 0.1% | |
| 30 | 1 | 0.1% | |
| 31 | 1 | 0.1% | |
| 35 | 1 | 0.1% | |
| 41 | 1 | 0.1% | |
| 49 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 6011 | 1 | 0.1% | |
| 5960 | 1 | 0.1% | |
| 5912 | 1 | 0.1% | |
| 5876 | 1 | 0.1% | |
| 5851 | 1 | 0.1% | |
| 5827 | 1 | 0.1% | |
| 5807 | 1 | 0.1% | |
| 5790 | 1 | 0.1% | |
| 5768 | 1 | 0.1% | |
| 5748 | 1 | 0.1% |
| Distinct count | 58 |
|---|---|
| Unique (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.477611940298507 |
|---|---|
| Minimum | 0.0 |
| Maximum | 78.0 |
| Zeros | 463 |
| Zeros (%) | 69.1% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 53.55 |
| Maximum | 78 |
| Range | 78 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 16.29663203 |
|---|---|
| Coefficient of variation (CV) | 2.515839507 |
| Kurtosis | 8.255384787 |
| Mean | 6.47761194 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.020514403 |
| Sum | 4340 |
| Variance | 265.5802155 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 463 | 69.1% | |
| 2 | 35 | 5.2% | |
| 4 | 34 | 5.1% | |
| 11 | 14 | 2.1% | |
| 13 | 11 | 1.6% | |
| 9 | 10 | 1.5% | |
| 7 | 9 | 1.3% | |
| 6 | 7 | 1.0% | |
| 74 | 5 | 0.7% | |
| 8 | 5 | 0.7% | |
| 16 | 5 | 0.7% | |
| 32 | 3 | 0.4% | |
| 10 | 3 | 0.4% | |
| 24 | 3 | 0.4% | |
| 78 | 3 | 0.4% | |
| 61 | 3 | 0.4% | |
| 69 | 3 | 0.4% | |
| 46 | 2 | 0.3% | |
| 62 | 2 | 0.3% | |
| 23 | 2 | 0.3% | |
| 57 | 2 | 0.3% | |
| 14 | 2 | 0.3% | |
| 12 | 2 | 0.3% | |
| 64 | 2 | 0.3% | |
| 66 | 2 | 0.3% | |
| Other values (33) | 38 | 5.7% |
| Value | Count | Frequency (%) | |
| 0 | 463 | 69.1% | |
| 2 | 35 | 5.2% | |
| 3 | 1 | 0.1% | |
| 4 | 34 | 5.1% | |
| 5 | 1 | 0.1% | |
| 6 | 7 | 1.0% | |
| 7 | 9 | 1.3% | |
| 8 | 5 | 0.7% | |
| 9 | 10 | 1.5% | |
| 10 | 3 | 0.4% |
| Value | Count | Frequency (%) | |
| 78 | 3 | 0.4% | |
| 77 | 1 | 0.1% | |
| 76 | 1 | 0.1% | |
| 74 | 5 | 0.7% | |
| 71 | 1 | 0.1% | |
| 69 | 3 | 0.4% | |
| 68 | 1 | 0.1% | |
| 67 | 1 | 0.1% | |
| 66 | 2 | 0.3% | |
| 65 | 1 | 0.1% |
| Distinct count | 230 |
|---|---|
| Unique (%) | 34.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 586.9104477611941 |
|---|---|
| Minimum | 0.0 |
| Maximum | 5495.0 |
| Zeros | 412 |
| Zeros (%) | 61.5% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 574.75 |
| 95-th percentile | 4328.2 |
| Maximum | 5495 |
| Range | 5495 |
| Interquartile range (IQR) | 574.75 |
Descriptive statistics
| Standard deviation | 1264.400424 |
|---|---|
| Coefficient of variation (CV) | 2.154332792 |
| Kurtosis | 5.968081342 |
| Mean | 586.9104478 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.602781161 |
| Sum | 393230 |
| Variance | 1598708.431 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 412 | 61.5% | |
| 64 | 4 | 0.6% | |
| 13 | 4 | 0.6% | |
| 6 | 3 | 0.4% | |
| 8 | 3 | 0.4% | |
| 627 | 3 | 0.4% | |
| 1639 | 3 | 0.4% | |
| 1571 | 3 | 0.4% | |
| 604 | 2 | 0.3% | |
| 117 | 2 | 0.3% | |
| 72 | 2 | 0.3% | |
| 55 | 2 | 0.3% | |
| 651 | 2 | 0.3% | |
| 93 | 2 | 0.3% | |
| 689 | 2 | 0.3% | |
| 733 | 2 | 0.3% | |
| 5350 | 2 | 0.3% | |
| 25 | 2 | 0.3% | |
| 9 | 2 | 0.3% | |
| 5 | 2 | 0.3% | |
| 3 | 2 | 0.3% | |
| 393 | 1 | 0.1% | |
| 4330 | 1 | 0.1% | |
| 4894 | 1 | 0.1% | |
| 4965 | 1 | 0.1% | |
| Other values (205) | 205 | 30.6% |
| Value | Count | Frequency (%) | |
| 0 | 412 | 61.5% | |
| 3 | 2 | 0.3% | |
| 5 | 2 | 0.3% | |
| 6 | 3 | 0.4% | |
| 8 | 3 | 0.4% | |
| 9 | 2 | 0.3% | |
| 11 | 1 | 0.1% | |
| 13 | 4 | 0.6% | |
| 25 | 2 | 0.3% | |
| 27 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 5495 | 1 | 0.1% | |
| 5475 | 1 | 0.1% | |
| 5462 | 1 | 0.1% | |
| 5434 | 1 | 0.1% | |
| 5394 | 1 | 0.1% | |
| 5368 | 1 | 0.1% | |
| 5350 | 2 | 0.3% | |
| 5304 | 1 | 0.1% | |
| 5283 | 1 | 0.1% | |
| 5268 | 1 | 0.1% |
| Distinct count | 163 |
|---|---|
| Unique (%) | 24.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 117 | 13 |
|---|---|
| 98 | 13 |
| 87 | 12 |
| 105 | 11 |
| 99 | 11 |
| Other values (158) |
| Value | Count | Frequency (%) | |
| 117 | 13 | 1.9% | |
| 98 | 13 | 1.9% | |
| 87 | 12 | 1.8% | |
| 105 | 11 | 1.6% | |
| 99 | 11 | 1.6% | |
| 96 | 10 | 1.5% | |
| 122 | 10 | 1.5% | |
| 60 | 10 | 1.5% | |
| 102 | 10 | 1.5% | |
| 106 | 10 | 1.5% | |
| 69 | 9 | 1.3% | |
| 104 | 9 | 1.3% | |
| 79 | 9 | 1.3% | |
| 71 | 9 | 1.3% | |
| 83 | 9 | 1.3% | |
| 121 | 9 | 1.3% | |
| 152 | 8 | 1.2% | |
| 89 | 8 | 1.2% | |
| 112 | 8 | 1.2% | |
| 123 | 8 | 1.2% | |
| 93 | 8 | 1.2% | |
| 101 | 8 | 1.2% | |
| 63 | 8 | 1.2% | |
| 95 | 8 | 1.2% | |
| 66 | 8 | 1.2% | |
| Other values (138) | 434 | 64.8% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.52238806 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1 | 466 | 27.6% | |
| 9 | 155 | 9.2% | |
| 6 | 155 | 9.2% | |
| 8 | 146 | 8.6% | |
| 7 | 144 | 8.5% | |
| 2 | 135 | 8.0% | |
| 0 | 130 | 7.7% | |
| 5 | 124 | 7.3% | |
| 3 | 119 | 7.0% | |
| 4 | 114 | 6.7% | |
| 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1688 | 99.9% | |
| Space Separator | 2 | 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 466 | 27.6% | |
| 9 | 155 | 9.2% | |
| 6 | 155 | 9.2% | |
| 8 | 146 | 8.6% | |
| 7 | 144 | 8.5% | |
| 2 | 135 | 8.0% | |
| 0 | 130 | 7.7% | |
| 5 | 124 | 7.3% | |
| 3 | 119 | 7.0% | |
| 4 | 114 | 6.8% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 2 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1690 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 466 | 27.6% | |
| 9 | 155 | 9.2% | |
| 6 | 155 | 9.2% | |
| 8 | 146 | 8.6% | |
| 7 | 144 | 8.5% | |
| 2 | 135 | 8.0% | |
| 0 | 130 | 7.7% | |
| 5 | 124 | 7.3% | |
| 3 | 119 | 7.0% | |
| 4 | 114 | 6.7% | |
| 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1690 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1 | 466 | 27.6% | |
| 9 | 155 | 9.2% | |
| 6 | 155 | 9.2% | |
| 8 | 146 | 8.6% | |
| 7 | 144 | 8.5% | |
| 2 | 135 | 8.0% | |
| 0 | 130 | 7.7% | |
| 5 | 124 | 7.3% | |
| 3 | 119 | 7.0% | |
| 4 | 114 | 6.7% | |
| 2 | 0.1% |
china_pm10
Real number (ℝ≥0)
| Distinct count | 123 |
|---|---|
| Unique (%) | 18.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.72985074626866 |
|---|---|
| Minimum | 4.0 |
| Maximum | 197.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 25.45 |
| Q1 | 46 |
| median | 59 |
| Q3 | 75 |
| 95-th percentile | 109 |
| Maximum | 197 |
| Range | 193 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 26.1276647 |
|---|---|
| Coefficient of variation (CV) | 0.4165108698 |
| Kurtosis | 2.312961868 |
| Mean | 62.72985075 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 1.063441098 |
| Sum | 42029 |
| Variance | 682.6548625 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 56 | 20 | 3.0% | |
| 54 | 17 | 2.5% | |
| 64 | 17 | 2.5% | |
| 61 | 17 | 2.5% | |
| 62 | 16 | 2.4% | |
| 51 | 16 | 2.4% | |
| 58 | 16 | 2.4% | |
| 53 | 15 | 2.2% | |
| 59 | 13 | 1.9% | |
| 49 | 12 | 1.8% | |
| 60 | 12 | 1.8% | |
| 77 | 12 | 1.8% | |
| 57 | 12 | 1.8% | |
| 52 | 11 | 1.6% | |
| 45 | 11 | 1.6% | |
| 46 | 11 | 1.6% | |
| 67 | 11 | 1.6% | |
| 47 | 11 | 1.6% | |
| 63 | 11 | 1.6% | |
| 71 | 11 | 1.6% | |
| 69 | 11 | 1.6% | |
| 65 | 10 | 1.5% | |
| 50 | 9 | 1.3% | |
| 43 | 9 | 1.3% | |
| 66 | 9 | 1.3% | |
| Other values (98) | 350 | 52.2% |
| Value | Count | Frequency (%) | |
| 4 | 1 | 0.1% | |
| 5 | 1 | 0.1% | |
| 9 | 1 | 0.1% | |
| 14 | 1 | 0.1% | |
| 15 | 2 | 0.3% | |
| 16 | 2 | 0.3% | |
| 17 | 1 | 0.1% | |
| 18 | 4 | 0.6% | |
| 19 | 2 | 0.3% | |
| 20 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 197 | 1 | 0.1% | |
| 168 | 1 | 0.1% | |
| 159 | 3 | 0.4% | |
| 151 | 2 | 0.3% | |
| 150 | 1 | 0.1% | |
| 148 | 1 | 0.1% | |
| 145 | 1 | 0.1% | |
| 141 | 1 | 0.1% | |
| 135 | 1 | 0.1% | |
| 134 | 1 | 0.1% |
china_stock_index
Real number (ℝ≥0)
| Distinct count | 440 |
|---|---|
| Unique (%) | 65.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2984.7746716417905 |
|---|---|
| Minimum | 2464.36 |
| Maximum | 3451.09 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 2464.36 |
|---|---|
| 5-th percentile | 2618.23 |
| Q1 | 2880.075 |
| median | 2954.93 |
| Q3 | 3089.13 |
| 95-th percentile | 3357.075 |
| Maximum | 3451.09 |
| Range | 986.73 |
| Interquartile range (IQR) | 209.055 |
Descriptive statistics
| Standard deviation | 202.476556 |
|---|---|
| Coefficient of variation (CV) | 0.06783646282 |
| Kurtosis | -0.08432848746 |
| Mean | 2984.774672 |
| Median Absolute Deviation (MAD) | 94.85 |
| Skewness | 0.200828189 |
| Sum | 1999799.03 |
| Variance | 40996.75575 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2976.53 | 11 | 1.6% | |
| 2618.23 | 10 | 1.5% | |
| 3218.05 | 9 | 1.3% | |
| 2905.19 | 8 | 1.2% | |
| 3078.34 | 6 | 0.9% | |
| 2860.08 | 6 | 0.9% | |
| 2979.55 | 5 | 0.7% | |
| 2763.99 | 4 | 0.6% | |
| 3031.24 | 4 | 0.6% | |
| 3246.57 | 4 | 0.6% | |
| 2827.8 | 4 | 0.6% | |
| 3086.4 | 3 | 0.4% | |
| 3338.09 | 3 | 0.4% | |
| 3270.8 | 3 | 0.4% | |
| 2682.39 | 3 | 0.4% | |
| 2912.01 | 3 | 0.4% | |
| 3354.04 | 3 | 0.4% | |
| 3083.79 | 3 | 0.4% | |
| 2895.34 | 3 | 0.4% | |
| 2919.74 | 3 | 0.4% | |
| 3004.94 | 3 | 0.4% | |
| 3383.32 | 3 | 0.4% | |
| 2891.34 | 3 | 0.4% | |
| 2939.21 | 3 | 0.4% | |
| 2852.35 | 3 | 0.4% | |
| Other values (415) | 557 | 83.1% |
| Value | Count | Frequency (%) | |
| 2464.36 | 1 | 0.1% | |
| 2465.29 | 2 | 0.3% | |
| 2514.87 | 3 | 0.4% | |
| 2526.46 | 1 | 0.1% | |
| 2533.09 | 1 | 0.1% | |
| 2535.1 | 1 | 0.1% | |
| 2535.77 | 1 | 0.1% | |
| 2544.34 | 1 | 0.1% | |
| 2553.83 | 3 | 0.4% | |
| 2559.64 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 3451.09 | 1 | 0.1% | |
| 3450.59 | 1 | 0.1% | |
| 3443.29 | 1 | 0.1% | |
| 3438.8 | 1 | 0.1% | |
| 3414.62 | 1 | 0.1% | |
| 3410.61 | 1 | 0.1% | |
| 3408.13 | 1 | 0.1% | |
| 3404.8 | 1 | 0.1% | |
| 3403.81 | 3 | 0.4% | |
| 3403.44 | 1 | 0.1% |
기온
Real number (ℝ)
| Distinct count | 298 |
|---|---|
| Unique (%) | 44.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.315223880597015 |
|---|---|
| Minimum | -8.3 |
| Maximum | 31.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | -8.3 |
|---|---|
| 5-th percentile | -1.7 |
| Q1 | 6.3 |
| median | 15.2 |
| Q3 | 23.1 |
| 95-th percentile | 27.1 |
| Maximum | 31.6 |
| Range | 39.9 |
| Interquartile range (IQR) | 16.8 |
Descriptive statistics
| Standard deviation | 9.722824203 |
|---|---|
| Coefficient of variation (CV) | 0.679194701 |
| Kurtosis | -1.13667476 |
| Mean | 14.31522388 |
| Median Absolute Deviation (MAD) | 8.4 |
| Skewness | -0.2853256216 |
| Sum | 9591.2 |
| Variance | 94.53331049 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 24.3 | 7 | 1.0% | |
| 23 | 7 | 1.0% | |
| 25 | 7 | 1.0% | |
| 24.2 | 6 | 0.9% | |
| 6.8 | 6 | 0.9% | |
| 19.6 | 6 | 0.9% | |
| 10 | 6 | 0.9% | |
| 24.1 | 6 | 0.9% | |
| 26.1 | 6 | 0.9% | |
| 24.7 | 5 | 0.7% | |
| 9.3 | 5 | 0.7% | |
| 13.6 | 5 | 0.7% | |
| 6.6 | 5 | 0.7% | |
| 22.4 | 5 | 0.7% | |
| 23.8 | 5 | 0.7% | |
| 23.4 | 5 | 0.7% | |
| -0.1 | 5 | 0.7% | |
| -0.6 | 5 | 0.7% | |
| 24.9 | 4 | 0.6% | |
| 26.9 | 4 | 0.6% | |
| 24.4 | 4 | 0.6% | |
| 25.6 | 4 | 0.6% | |
| 23.7 | 4 | 0.6% | |
| 22.6 | 4 | 0.6% | |
| 9.2 | 4 | 0.6% | |
| Other values (273) | 540 | 80.6% |
| Value | Count | Frequency (%) | |
| -8.3 | 1 | 0.1% | |
| -7.9 | 1 | 0.1% | |
| -6.4 | 1 | 0.1% | |
| -6.1 | 1 | 0.1% | |
| -5.9 | 2 | 0.3% | |
| -5.4 | 1 | 0.1% | |
| -5.2 | 1 | 0.1% | |
| -5 | 2 | 0.3% | |
| -4.9 | 1 | 0.1% | |
| -4.7 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 31.6 | 1 | 0.1% | |
| 31.5 | 1 | 0.1% | |
| 30.5 | 1 | 0.1% | |
| 30.4 | 2 | 0.3% | |
| 30.2 | 1 | 0.1% | |
| 29.9 | 1 | 0.1% | |
| 29.8 | 1 | 0.1% | |
| 29.7 | 1 | 0.1% | |
| 29.4 | 1 | 0.1% | |
| 29.2 | 1 | 0.1% |
| Distinct count | 115 |
|---|---|
| Unique (%) | 17.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6085074626865667 |
|---|---|
| Minimum | 0.0 |
| Maximum | 103.1 |
| Zeros | 479 |
| Zeros (%) | 71.5% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.3 |
| 95-th percentile | 22.92 |
| Maximum | 103.1 |
| Range | 103.1 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 11.92017304 |
|---|---|
| Coefficient of variation (CV) | 3.303352749 |
| Kurtosis | 28.27760287 |
| Mean | 3.608507463 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.911626206 |
| Sum | 2417.7 |
| Variance | 142.0905254 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 479 | 71.5% | |
| 0.1 | 11 | 1.6% | |
| 0.3 | 7 | 1.0% | |
| 0.2 | 7 | 1.0% | |
| 0.6 | 6 | 0.9% | |
| 0.4 | 5 | 0.7% | |
| 1.7 | 5 | 0.7% | |
| 3.9 | 4 | 0.6% | |
| 0.5 | 4 | 0.6% | |
| 2.9 | 4 | 0.6% | |
| 1 | 4 | 0.6% | |
| 1.8 | 3 | 0.4% | |
| 1.1 | 3 | 0.4% | |
| 1.3 | 3 | 0.4% | |
| 2.2 | 3 | 0.4% | |
| 1.2 | 3 | 0.4% | |
| 2 | 3 | 0.4% | |
| 1.5 | 3 | 0.4% | |
| 2.5 | 3 | 0.4% | |
| 1.4 | 2 | 0.3% | |
| 4.6 | 2 | 0.3% | |
| 29.8 | 2 | 0.3% | |
| 6.2 | 2 | 0.3% | |
| 11.5 | 2 | 0.3% | |
| 6.4 | 2 | 0.3% | |
| Other values (90) | 98 | 14.6% |
| Value | Count | Frequency (%) | |
| 0 | 479 | 71.5% | |
| 0.1 | 11 | 1.6% | |
| 0.2 | 7 | 1.0% | |
| 0.3 | 7 | 1.0% | |
| 0.4 | 5 | 0.7% | |
| 0.5 | 4 | 0.6% | |
| 0.6 | 6 | 0.9% | |
| 0.7 | 2 | 0.3% | |
| 0.8 | 1 | 0.1% | |
| 1 | 4 | 0.6% |
| Value | Count | Frequency (%) | |
| 103.1 | 1 | 0.1% | |
| 102.6 | 1 | 0.1% | |
| 97 | 1 | 0.1% | |
| 75.7 | 1 | 0.1% | |
| 69 | 1 | 0.1% | |
| 64.7 | 1 | 0.1% | |
| 63.2 | 1 | 0.1% | |
| 62.3 | 1 | 0.1% | |
| 61 | 1 | 0.1% | |
| 60 | 1 | 0.1% |
풍속
Real number (ℝ≥0)
| Distinct count | 38 |
|---|---|
| Unique (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1513432835820896 |
|---|---|
| Minimum | 0.6 |
| Maximum | 6.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0.6 |
|---|---|
| 5-th percentile | 1.2 |
| Q1 | 1.7 |
| median | 2 |
| Q3 | 2.5 |
| 95-th percentile | 3.455 |
| Maximum | 6 |
| Range | 5.4 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 0.6874856064 |
|---|---|
| Coefficient of variation (CV) | 0.3195610908 |
| Kurtosis | 2.302673004 |
| Mean | 2.151343284 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 1.165202238 |
| Sum | 1441.4 |
| Variance | 0.472636459 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2 | 60 | 9.0% | |
| 1.9 | 55 | 8.2% | |
| 1.7 | 55 | 8.2% | |
| 1.6 | 49 | 7.3% | |
| 1.8 | 39 | 5.8% | |
| 2.1 | 37 | 5.5% | |
| 2.3 | 36 | 5.4% | |
| 2.2 | 32 | 4.8% | |
| 2.4 | 29 | 4.3% | |
| 1.5 | 27 | 4.0% | |
| 2.5 | 24 | 3.6% | |
| 2.8 | 21 | 3.1% | |
| 1.2 | 20 | 3.0% | |
| 2.7 | 20 | 3.0% | |
| 1.4 | 19 | 2.8% | |
| 1.3 | 19 | 2.8% | |
| 2.6 | 17 | 2.5% | |
| 3.1 | 13 | 1.9% | |
| 2.9 | 13 | 1.9% | |
| 3 | 12 | 1.8% | |
| 3.3 | 9 | 1.3% | |
| 3.4 | 7 | 1.0% | |
| 3.2 | 7 | 1.0% | |
| 1.1 | 7 | 1.0% | |
| 4 | 6 | 0.9% | |
| Other values (13) | 37 | 5.5% |
| Value | Count | Frequency (%) | |
| 0.6 | 1 | 0.1% | |
| 0.9 | 2 | 0.3% | |
| 1 | 6 | 0.9% | |
| 1.1 | 7 | 1.0% | |
| 1.2 | 20 | 3.0% | |
| 1.3 | 19 | 2.8% | |
| 1.4 | 19 | 2.8% | |
| 1.5 | 27 | 4.0% | |
| 1.6 | 49 | 7.3% | |
| 1.7 | 55 | 8.2% |
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.1% | |
| 4.8 | 2 | 0.3% | |
| 4.6 | 2 | 0.3% | |
| 4.4 | 1 | 0.1% | |
| 4.2 | 3 | 0.4% | |
| 4 | 6 | 0.9% | |
| 3.9 | 3 | 0.4% | |
| 3.8 | 2 | 0.3% | |
| 3.7 | 5 | 0.7% | |
| 3.6 | 4 | 0.6% |
최다풍향
Real number (ℝ≥0)
| Distinct count | 16 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 210.955223880597 |
|---|---|
| Minimum | 20.0 |
| Maximum | 360.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 70 |
| median | 270 |
| Q3 | 290 |
| 95-th percentile | 340 |
| Maximum | 360 |
| Range | 340 |
| Interquartile range (IQR) | 220 |
Descriptive statistics
| Standard deviation | 105.8511566 |
|---|---|
| Coefficient of variation (CV) | 0.5017707295 |
| Kurtosis | -1.242340427 |
| Mean | 210.9552239 |
| Median Absolute Deviation (MAD) | 40 |
| Skewness | -0.6008689458 |
| Sum | 141340 |
| Variance | 11204.46735 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 290 | 173 | 25.8% | |
| 270 | 123 | 18.4% | |
| 50 | 100 | 14.9% | |
| 70 | 55 | 8.2% | |
| 200 | 37 | 5.5% | |
| 320 | 36 | 5.4% | |
| 360 | 27 | 4.0% | |
| 250 | 27 | 4.0% | |
| 230 | 24 | 3.6% | |
| 90 | 22 | 3.3% | |
| 20 | 18 | 2.7% | |
| 340 | 9 | 1.3% | |
| 180 | 6 | 0.9% | |
| 110 | 6 | 0.9% | |
| 160 | 4 | 0.6% | |
| 140 | 3 | 0.4% |
| Value | Count | Frequency (%) | |
| 20 | 18 | 2.7% | |
| 50 | 100 | 14.9% | |
| 70 | 55 | 8.2% | |
| 90 | 22 | 3.3% | |
| 110 | 6 | 0.9% | |
| 140 | 3 | 0.4% | |
| 160 | 4 | 0.6% | |
| 180 | 6 | 0.9% | |
| 200 | 37 | 5.5% | |
| 230 | 24 | 3.6% |
| Value | Count | Frequency (%) | |
| 360 | 27 | 4.0% | |
| 340 | 9 | 1.3% | |
| 320 | 36 | 5.4% | |
| 290 | 173 | 25.8% | |
| 270 | 123 | 18.4% | |
| 250 | 27 | 4.0% | |
| 230 | 24 | 3.6% | |
| 200 | 37 | 5.5% | |
| 180 | 6 | 0.9% | |
| 160 | 4 | 0.6% |
습도
Real number (ℝ≥0)
| Distinct count | 377 |
|---|---|
| Unique (%) | 56.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.97179104477612 |
|---|---|
| Minimum | 17.9 |
| Maximum | 96.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 17.9 |
|---|---|
| 5-th percentile | 34.5 |
| Q1 | 47.6 |
| median | 60 |
| Q3 | 71.575 |
| 95-th percentile | 88.71 |
| Maximum | 96.3 |
| Range | 78.4 |
| Interquartile range (IQR) | 23.975 |
Descriptive statistics
| Standard deviation | 16.22574201 |
|---|---|
| Coefficient of variation (CV) | 0.2705562353 |
| Kurtosis | -0.6218679907 |
| Mean | 59.97179104 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.09349436219 |
| Sum | 40181.1 |
| Variance | 263.2747038 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 48.1 | 5 | 0.7% | |
| 68.6 | 5 | 0.7% | |
| 46.8 | 5 | 0.7% | |
| 51.1 | 5 | 0.7% | |
| 61 | 5 | 0.7% | |
| 47.6 | 5 | 0.7% | |
| 63.6 | 5 | 0.7% | |
| 79.4 | 5 | 0.7% | |
| 70.3 | 5 | 0.7% | |
| 59.6 | 5 | 0.7% | |
| 63.8 | 5 | 0.7% | |
| 56.1 | 5 | 0.7% | |
| 64.6 | 4 | 0.6% | |
| 46.4 | 4 | 0.6% | |
| 52.6 | 4 | 0.6% | |
| 63 | 4 | 0.6% | |
| 48 | 4 | 0.6% | |
| 63.9 | 4 | 0.6% | |
| 64.3 | 4 | 0.6% | |
| 70.4 | 4 | 0.6% | |
| 40.4 | 4 | 0.6% | |
| 69.4 | 4 | 0.6% | |
| 52 | 4 | 0.6% | |
| 66.6 | 4 | 0.6% | |
| 57.3 | 4 | 0.6% | |
| Other values (352) | 558 | 83.3% |
| Value | Count | Frequency (%) | |
| 17.9 | 1 | 0.1% | |
| 24.3 | 1 | 0.1% | |
| 25.5 | 1 | 0.1% | |
| 25.6 | 1 | 0.1% | |
| 26.3 | 1 | 0.1% | |
| 26.4 | 1 | 0.1% | |
| 26.6 | 1 | 0.1% | |
| 27.1 | 1 | 0.1% | |
| 27.6 | 1 | 0.1% | |
| 28.5 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 96.3 | 2 | 0.3% | |
| 96 | 1 | 0.1% | |
| 95.8 | 1 | 0.1% | |
| 95.5 | 1 | 0.1% | |
| 95.4 | 1 | 0.1% | |
| 95.3 | 1 | 0.1% | |
| 95 | 1 | 0.1% | |
| 94.8 | 1 | 0.1% | |
| 94.4 | 1 | 0.1% | |
| 93.5 | 1 | 0.1% |
| Distinct count | 277 |
|---|---|
| Unique (%) | 41.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1003.825671641791 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1025.3 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 993.145 |
| Q1 | 999.3 |
| median | 1004.9 |
| Q3 | 1011.375 |
| 95-th percentile | 1018.365 |
| Maximum | 1025.3 |
| Range | 1025.3 |
| Interquartile range (IQR) | 12.075 |
Descriptive statistics
| Standard deviation | 39.63761479 |
|---|---|
| Coefficient of variation (CV) | 0.0394865522 |
| Kurtosis | 617.3912129 |
| Mean | 1003.825672 |
| Median Absolute Deviation (MAD) | 6.1 |
| Skewness | -24.34635554 |
| Sum | 672563.2 |
| Variance | 1571.140506 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 999.3 | 8 | 1.2% | |
| 1013.4 | 7 | 1.0% | |
| 1004.4 | 7 | 1.0% | |
| 1008.7 | 6 | 0.9% | |
| 1001.8 | 6 | 0.9% | |
| 1000.8 | 6 | 0.9% | |
| 998.7 | 6 | 0.9% | |
| 1002.2 | 6 | 0.9% | |
| 1007.5 | 5 | 0.7% | |
| 1001.7 | 5 | 0.7% | |
| 995.3 | 5 | 0.7% | |
| 1006.8 | 5 | 0.7% | |
| 1005.3 | 5 | 0.7% | |
| 1010.1 | 5 | 0.7% | |
| 1002.4 | 5 | 0.7% | |
| 996.4 | 5 | 0.7% | |
| 1003.2 | 5 | 0.7% | |
| 1004.9 | 5 | 0.7% | |
| 999.7 | 5 | 0.7% | |
| 998.8 | 5 | 0.7% | |
| 1003.4 | 5 | 0.7% | |
| 1010.9 | 5 | 0.7% | |
| 1003.7 | 5 | 0.7% | |
| 998.4 | 5 | 0.7% | |
| 1009.1 | 5 | 0.7% | |
| Other values (252) | 533 | 79.6% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 983.1 | 1 | 0.1% | |
| 983.8 | 1 | 0.1% | |
| 984.3 | 1 | 0.1% | |
| 985.6 | 1 | 0.1% | |
| 987.3 | 1 | 0.1% | |
| 987.7 | 1 | 0.1% | |
| 988.3 | 1 | 0.1% | |
| 988.4 | 1 | 0.1% | |
| 989.3 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1025.3 | 1 | 0.1% | |
| 1025 | 1 | 0.1% | |
| 1024.2 | 1 | 0.1% | |
| 1023.7 | 1 | 0.1% | |
| 1023.4 | 1 | 0.1% | |
| 1023 | 2 | 0.3% | |
| 1022.6 | 2 | 0.3% | |
| 1022 | 2 | 0.3% | |
| 1021.4 | 1 | 0.1% | |
| 1021.1 | 1 | 0.1% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.013820895522388061 |
|---|---|
| Minimum | 0.0 |
| Maximum | 5.33 |
| Zeros | 665 |
| Zeros (%) | 99.3% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5.33 |
| Range | 5.33 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2202886356 |
|---|---|
| Coefficient of variation (CV) | 15.93881057 |
| Kurtosis | 512.0810718 |
| Mean | 0.01382089552 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.71745376 |
| Sum | 9.26 |
| Variance | 0.04852708297 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 665 | 99.3% | |
| 1.08 | 1 | 0.1% | |
| 0.78 | 1 | 0.1% | |
| 1.4 | 1 | 0.1% | |
| 0.67 | 1 | 0.1% | |
| 5.33 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 665 | 99.3% | |
| 0.67 | 1 | 0.1% | |
| 0.78 | 1 | 0.1% | |
| 1.08 | 1 | 0.1% | |
| 1.4 | 1 | 0.1% | |
| 5.33 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 5.33 | 1 | 0.1% | |
| 1.4 | 1 | 0.1% | |
| 1.08 | 1 | 0.1% | |
| 0.78 | 1 | 0.1% | |
| 0.67 | 1 | 0.1% | |
| 0 | 665 | 99.3% |
| Distinct count | 72 |
|---|---|
| Unique (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.435820895522387 |
|---|---|
| Minimum | 2.0 |
| Maximum | 135.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 13 |
| median | 20 |
| Q3 | 28 |
| 95-th percentile | 49 |
| Maximum | 135 |
| Range | 133 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 15.34889411 |
|---|---|
| Coefficient of variation (CV) | 0.6841244716 |
| Kurtosis | 11.45853318 |
| Mean | 22.4358209 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.512488277 |
| Sum | 15032 |
| Variance | 235.5885505 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 13 | 31 | 4.6% | |
| 16 | 29 | 4.3% | |
| 23 | 28 | 4.2% | |
| 17 | 27 | 4.0% | |
| 20 | 27 | 4.0% | |
| 10 | 25 | 3.7% | |
| 19 | 24 | 3.6% | |
| 25 | 24 | 3.6% | |
| 22 | 23 | 3.4% | |
| 11 | 22 | 3.3% | |
| 9 | 22 | 3.3% | |
| 21 | 20 | 3.0% | |
| 18 | 20 | 3.0% | |
| 6 | 19 | 2.8% | |
| 15 | 19 | 2.8% | |
| 24 | 18 | 2.7% | |
| 12 | 18 | 2.7% | |
| 28 | 17 | 2.5% | |
| 8 | 16 | 2.4% | |
| 14 | 16 | 2.4% | |
| 26 | 15 | 2.2% | |
| 5 | 14 | 2.1% | |
| 7 | 13 | 1.9% | |
| 29 | 13 | 1.9% | |
| 27 | 13 | 1.9% | |
| Other values (47) | 157 | 23.4% |
| Value | Count | Frequency (%) | |
| 2 | 3 | 0.4% | |
| 3 | 8 | 1.2% | |
| 4 | 5 | 0.7% | |
| 5 | 14 | 2.1% | |
| 6 | 19 | 2.8% | |
| 7 | 13 | 1.9% | |
| 8 | 16 | 2.4% | |
| 9 | 22 | 3.3% | |
| 10 | 25 | 3.7% | |
| 11 | 22 | 3.3% |
| Value | Count | Frequency (%) | |
| 135 | 1 | 0.1% | |
| 129 | 1 | 0.1% | |
| 117 | 1 | 0.1% | |
| 101 | 1 | 0.1% | |
| 85 | 1 | 0.1% | |
| 84 | 1 | 0.1% | |
| 83 | 1 | 0.1% | |
| 81 | 1 | 0.1% | |
| 77 | 1 | 0.1% | |
| 71 | 1 | 0.1% |
| Distinct count | 97 |
|---|---|
| Unique (%) | 14.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.973134328358206 |
|---|---|
| Minimum | 5.0 |
| Maximum | 186.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 23 |
| median | 34 |
| Q3 | 47 |
| 95-th percentile | 77.55 |
| Maximum | 186 |
| Range | 181 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 22.40827563 |
|---|---|
| Coefficient of variation (CV) | 0.5901086657 |
| Kurtosis | 7.075826012 |
| Mean | 37.97313433 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.918871313 |
| Sum | 25442 |
| Variance | 502.1308168 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 34 | 25 | 3.7% | |
| 39 | 22 | 3.3% | |
| 25 | 22 | 3.3% | |
| 38 | 20 | 3.0% | |
| 22 | 19 | 2.8% | |
| 24 | 19 | 2.8% | |
| 28 | 18 | 2.7% | |
| 14 | 17 | 2.5% | |
| 26 | 17 | 2.5% | |
| 23 | 16 | 2.4% | |
| 43 | 14 | 2.1% | |
| 36 | 14 | 2.1% | |
| 32 | 14 | 2.1% | |
| 37 | 14 | 2.1% | |
| 17 | 14 | 2.1% | |
| 41 | 13 | 1.9% | |
| 20 | 13 | 1.9% | |
| 30 | 13 | 1.9% | |
| 29 | 12 | 1.8% | |
| 47 | 12 | 1.8% | |
| 27 | 11 | 1.6% | |
| 45 | 11 | 1.6% | |
| 33 | 11 | 1.6% | |
| 13 | 10 | 1.5% | |
| 42 | 10 | 1.5% | |
| Other values (72) | 289 | 43.1% |
| Value | Count | Frequency (%) | |
| 5 | 2 | 0.3% | |
| 6 | 3 | 0.4% | |
| 7 | 4 | 0.6% | |
| 8 | 7 | 1.0% | |
| 9 | 9 | 1.3% | |
| 10 | 7 | 1.0% | |
| 11 | 3 | 0.4% | |
| 12 | 9 | 1.3% | |
| 13 | 10 | 1.5% | |
| 14 | 17 | 2.5% |
| Value | Count | Frequency (%) | |
| 186 | 1 | 0.1% | |
| 169 | 1 | 0.1% | |
| 166 | 1 | 0.1% | |
| 141 | 1 | 0.1% | |
| 134 | 1 | 0.1% | |
| 121 | 1 | 0.1% | |
| 120 | 1 | 0.1% | |
| 115 | 1 | 0.1% | |
| 110 | 1 | 0.1% | |
| 106 | 1 | 0.1% |
| Distinct count | 669 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4633766.9701492535 |
|---|---|
| Minimum | 3056490.0 |
| Maximum | 5305274.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 3056490 |
|---|---|
| 5-th percentile | 3703896.55 |
| Q1 | 4424019.75 |
| median | 4760874 |
| Q3 | 4936478 |
| 95-th percentile | 5132084.35 |
| Maximum | 5305274 |
| Range | 2248784 |
| Interquartile range (IQR) | 512458.25 |
Descriptive statistics
| Standard deviation | 439141.0346 |
|---|---|
| Coefficient of variation (CV) | 0.094769771 |
| Kurtosis | 1.122757201 |
| Mean | 4633766.97 |
| Median Absolute Deviation (MAD) | 230722 |
| Skewness | -1.219906232 |
| Sum | 3104623870 |
| Variance | 1.928448483e+11 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 4477894 | 2 | 0.3% | |
| 5079038 | 1 | 0.1% | |
| 4798116 | 1 | 0.1% | |
| 5040859 | 1 | 0.1% | |
| 4434645 | 1 | 0.1% | |
| 4901579 | 1 | 0.1% | |
| 4328115 | 1 | 0.1% | |
| 4401987 | 1 | 0.1% | |
| 3663184 | 1 | 0.1% | |
| 5196438 | 1 | 0.1% | |
| 5073540 | 1 | 0.1% | |
| 4729432 | 1 | 0.1% | |
| 4621969 | 1 | 0.1% | |
| 5114451 | 1 | 0.1% | |
| 4418122 | 1 | 0.1% | |
| 4622912 | 1 | 0.1% | |
| 4483645 | 1 | 0.1% | |
| 4860465 | 1 | 0.1% | |
| 5057065 | 1 | 0.1% | |
| 5097994 | 1 | 0.1% | |
| 4852453 | 1 | 0.1% | |
| 4958961 | 1 | 0.1% | |
| 4410330 | 1 | 0.1% | |
| 4942598 | 1 | 0.1% | |
| 4293402 | 1 | 0.1% | |
| Other values (644) | 644 | 96.1% |
| Value | Count | Frequency (%) | |
| 3056490 | 1 | 0.1% | |
| 3057329 | 1 | 0.1% | |
| 3138178 | 1 | 0.1% | |
| 3158797 | 1 | 0.1% | |
| 3187638 | 1 | 0.1% | |
| 3202777 | 1 | 0.1% | |
| 3205594 | 1 | 0.1% | |
| 3304350 | 1 | 0.1% | |
| 3328986 | 1 | 0.1% | |
| 3337086 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 5305274 | 1 | 0.1% | |
| 5278639 | 1 | 0.1% | |
| 5273308 | 1 | 0.1% | |
| 5241526 | 1 | 0.1% | |
| 5227916 | 1 | 0.1% | |
| 5221418 | 1 | 0.1% | |
| 5214069 | 1 | 0.1% | |
| 5210494 | 1 | 0.1% | |
| 5209749 | 1 | 0.1% | |
| 5207364 | 1 | 0.1% |
| Distinct count | 670 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4673159.323880597 |
|---|---|
| Minimum | 3060106.0 |
| Maximum | 5302127.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 3060106 |
|---|---|
| 5-th percentile | 3676536.15 |
| Q1 | 4492052.5 |
| median | 4813010.5 |
| Q3 | 4992929.75 |
| 95-th percentile | 5144803.35 |
| Maximum | 5302127 |
| Range | 2242021 |
| Interquartile range (IQR) | 500877.25 |
Descriptive statistics
| Standard deviation | 454200.3204 |
|---|---|
| Coefficient of variation (CV) | 0.09719341647 |
| Kurtosis | 1.221700328 |
| Mean | 4673159.324 |
| Median Absolute Deviation (MAD) | 208309.5 |
| Skewness | -1.320565763 |
| Sum | 3131016747 |
| Variance | 2.06297931e+11 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 4628818 | 1 | 0.1% | |
| 4618991 | 1 | 0.1% | |
| 3874164 | 1 | 0.1% | |
| 3978798 | 1 | 0.1% | |
| 4895757 | 1 | 0.1% | |
| 4377206 | 1 | 0.1% | |
| 4117859 | 1 | 0.1% | |
| 5089983 | 1 | 0.1% | |
| 5057202 | 1 | 0.1% | |
| 5065380 | 1 | 0.1% | |
| 4800587 | 1 | 0.1% | |
| 3798343 | 1 | 0.1% | |
| 3777221 | 1 | 0.1% | |
| 4557430 | 1 | 0.1% | |
| 3196213 | 1 | 0.1% | |
| 5040732 | 1 | 0.1% | |
| 4917832 | 1 | 0.1% | |
| 4770373 | 1 | 0.1% | |
| 4739840 | 1 | 0.1% | |
| 4418320 | 1 | 0.1% | |
| 5172001 | 1 | 0.1% | |
| 5130500 | 1 | 0.1% | |
| 4926254 | 1 | 0.1% | |
| 4721709 | 1 | 0.1% | |
| 4729889 | 1 | 0.1% | |
| Other values (645) | 645 | 96.3% |
| Value | Count | Frequency (%) | |
| 3060106 | 1 | 0.1% | |
| 3091480 | 1 | 0.1% | |
| 3130769 | 1 | 0.1% | |
| 3142039 | 1 | 0.1% | |
| 3145411 | 1 | 0.1% | |
| 3193146 | 1 | 0.1% | |
| 3196213 | 1 | 0.1% | |
| 3269072 | 1 | 0.1% | |
| 3308952 | 1 | 0.1% | |
| 3333837 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 5302127 | 1 | 0.1% | |
| 5300125 | 1 | 0.1% | |
| 5276139 | 1 | 0.1% | |
| 5247026 | 1 | 0.1% | |
| 5241560 | 1 | 0.1% | |
| 5240951 | 1 | 0.1% | |
| 5240553 | 1 | 0.1% | |
| 5225232 | 1 | 0.1% | |
| 5220396 | 1 | 0.1% | |
| 5212187 | 1 | 0.1% |
| Distinct count | 670 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9306926.29402985 |
|---|---|
| Minimum | 6116596.0 |
| Maximum | 10528041.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 6116596 |
|---|---|
| 5-th percentile | 7357709.4 |
| Q1 | 8920641.25 |
| median | 9612497.5 |
| Q3 | 9932750 |
| 95-th percentile | 10246614 |
| Maximum | 10528041 |
| Range | 4411445 |
| Interquartile range (IQR) | 1012108.75 |
Descriptive statistics
| Standard deviation | 885463.786 |
|---|---|
| Coefficient of variation (CV) | 0.09514030282 |
| Kurtosis | 1.243739328 |
| Mean | 9306926.294 |
| Median Absolute Deviation (MAD) | 396329.5 |
| Skewness | -1.309594845 |
| Sum | 6235640617 |
| Variance | 7.840461163e+11 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 7741436 | 1 | 0.1% | |
| 9983390 | 1 | 0.1% | |
| 9391562 | 1 | 0.1% | |
| 6662823 | 1 | 0.1% | |
| 9671993 | 1 | 0.1% | |
| 8930304 | 1 | 0.1% | |
| 7880022 | 1 | 0.1% | |
| 9852121 | 1 | 0.1% | |
| 9852082 | 1 | 0.1% | |
| 10163370 | 1 | 0.1% | |
| 8712870 | 1 | 0.1% | |
| 9983119 | 1 | 0.1% | |
| 9465922 | 1 | 0.1% | |
| 9589840 | 1 | 0.1% | |
| 9540669 | 1 | 0.1% | |
| 10064941 | 1 | 0.1% | |
| 9960055 | 1 | 0.1% | |
| 9266054 | 1 | 0.1% | |
| 9999335 | 1 | 0.1% | |
| 8607107 | 1 | 0.1% | |
| 6398740 | 1 | 0.1% | |
| 10228678 | 1 | 0.1% | |
| 9737675 | 1 | 0.1% | |
| 7809968 | 1 | 0.1% | |
| 10131288 | 1 | 0.1% | |
| Other values (645) | 645 | 96.3% |
| Value | Count | Frequency (%) | |
| 6116596 | 1 | 0.1% | |
| 6148809 | 1 | 0.1% | |
| 6283589 | 1 | 0.1% | |
| 6300836 | 1 | 0.1% | |
| 6318407 | 1 | 0.1% | |
| 6398740 | 1 | 0.1% | |
| 6398990 | 1 | 0.1% | |
| 6606158 | 1 | 0.1% | |
| 6613302 | 1 | 0.1% | |
| 6662823 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 10528041 | 1 | 0.1% | |
| 10525670 | 1 | 0.1% | |
| 10503871 | 1 | 0.1% | |
| 10483180 | 1 | 0.1% | |
| 10450700 | 1 | 0.1% | |
| 10427590 | 1 | 0.1% | |
| 10426256 | 1 | 0.1% | |
| 10416200 | 1 | 0.1% | |
| 10400413 | 1 | 0.1% | |
| 10390561 | 1 | 0.1% |
| Distinct count | 150 |
|---|---|
| Unique (%) | 22.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136.26716417910447 |
|---|---|
| Minimum | 0.0 |
| Maximum | 15141.0 |
| Zeros | 381 |
| Zeros (%) | 56.9% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 26 |
| 95-th percentile | 402.8 |
| Maximum | 15141 |
| Range | 15141 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 753.1475053 |
|---|---|
| Coefficient of variation (CV) | 5.526991846 |
| Kurtosis | 240.5314885 |
| Mean | 136.2671642 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.29325204 |
| Sum | 91299 |
| Variance | 567231.1647 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 381 | 56.9% | |
| 2 | 8 | 1.2% | |
| 19 | 8 | 1.2% | |
| 22 | 8 | 1.2% | |
| 17 | 7 | 1.0% | |
| 15 | 7 | 1.0% | |
| 29 | 6 | 0.9% | |
| 3 | 6 | 0.9% | |
| 23 | 6 | 0.9% | |
| 18 | 6 | 0.9% | |
| 33 | 6 | 0.9% | |
| 20 | 6 | 0.9% | |
| 14 | 5 | 0.7% | |
| 5 | 5 | 0.7% | |
| 7 | 5 | 0.7% | |
| 12 | 5 | 0.7% | |
| 24 | 5 | 0.7% | |
| 25 | 5 | 0.7% | |
| 27 | 4 | 0.6% | |
| 6 | 4 | 0.6% | |
| 9 | 4 | 0.6% | |
| 11 | 4 | 0.6% | |
| 36 | 4 | 0.6% | |
| 32 | 3 | 0.4% | |
| 34 | 3 | 0.4% | |
| Other values (125) | 159 | 23.7% |
| Value | Count | Frequency (%) | |
| 0 | 381 | 56.9% | |
| 1 | 3 | 0.4% | |
| 2 | 8 | 1.2% | |
| 3 | 6 | 0.9% | |
| 4 | 3 | 0.4% | |
| 5 | 5 | 0.7% | |
| 6 | 4 | 0.6% | |
| 7 | 5 | 0.7% | |
| 8 | 2 | 0.3% | |
| 9 | 4 | 0.6% |
| Value | Count | Frequency (%) | |
| 15141 | 1 | 0.1% | |
| 4156 | 1 | 0.1% | |
| 3872 | 1 | 0.1% | |
| 3727 | 1 | 0.1% | |
| 3418 | 1 | 0.1% | |
| 3237 | 1 | 0.1% | |
| 3160 | 1 | 0.1% | |
| 2974 | 1 | 0.1% | |
| 2812 | 1 | 0.1% | |
| 2607 | 1 | 0.1% |
| Distinct count | 57 |
|---|---|
| Unique (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.073134328358209 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1290.0 |
| Zeros | 530 |
| Zeros (%) | 79.1% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 31.55 |
| Maximum | 1290 |
| Range | 1290 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 53.97427024 |
|---|---|
| Coefficient of variation (CV) | 7.630884377 |
| Kurtosis | 479.5038506 |
| Mean | 7.073134328 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.48147298 |
| Sum | 4739 |
| Variance | 2913.221848 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 530 | 79.1% | |
| 1 | 34 | 5.1% | |
| 2 | 17 | 2.5% | |
| 3 | 13 | 1.9% | |
| 4 | 7 | 1.0% | |
| 6 | 5 | 0.7% | |
| 9 | 4 | 0.6% | |
| 5 | 3 | 0.4% | |
| 15 | 3 | 0.4% | |
| 13 | 2 | 0.3% | |
| 97 | 2 | 0.3% | |
| 98 | 2 | 0.3% | |
| 7 | 2 | 0.3% | |
| 25 | 2 | 0.3% | |
| 11 | 2 | 0.3% | |
| 142 | 1 | 0.1% | |
| 73 | 1 | 0.1% | |
| 254 | 1 | 0.1% | |
| 108 | 1 | 0.1% | |
| 89 | 1 | 0.1% | |
| 86 | 1 | 0.1% | |
| 43 | 1 | 0.1% | |
| 72 | 1 | 0.1% | |
| 66 | 1 | 0.1% | |
| 65 | 1 | 0.1% | |
| Other values (32) | 32 | 4.8% |
| Value | Count | Frequency (%) | |
| 0 | 530 | 79.1% | |
| 1 | 34 | 5.1% | |
| 2 | 17 | 2.5% | |
| 3 | 13 | 1.9% | |
| 4 | 7 | 1.0% | |
| 5 | 3 | 0.4% | |
| 6 | 5 | 0.7% | |
| 7 | 2 | 0.3% | |
| 8 | 1 | 0.1% | |
| 9 | 4 | 0.6% |
| Value | Count | Frequency (%) | |
| 1290 | 1 | 0.1% | |
| 254 | 1 | 0.1% | |
| 150 | 1 | 0.1% | |
| 143 | 1 | 0.1% | |
| 142 | 1 | 0.1% | |
| 139 | 1 | 0.1% | |
| 118 | 1 | 0.1% | |
| 112 | 1 | 0.1% | |
| 109 | 1 | 0.1% | |
| 108 | 1 | 0.1% |
kospi_index
Real number (ℝ≥0)
| Distinct count | 451 |
|---|---|
| Unique (%) | 67.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2120.8426716417907 |
|---|---|
| Minimum | 1457.64 |
| Maximum | 2443.58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 1457.64 |
|---|---|
| 5-th percentile | 1860.7 |
| Q1 | 2049.2 |
| median | 2130.62 |
| Q3 | 2204.21 |
| 95-th percentile | 2368.8385 |
| Maximum | 2443.58 |
| Range | 985.94 |
| Interquartile range (IQR) | 155.01 |
Descriptive statistics
| Standard deviation | 154.5633833 |
|---|---|
| Coefficient of variation (CV) | 0.07287828811 |
| Kurtosis | 1.637162776 |
| Mean | 2120.842672 |
| Median Absolute Deviation (MAD) | 77.085 |
| Skewness | -0.7223578389 |
| Sum | 1420964.59 |
| Variance | 23889.83945 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2203.46 | 6 | 0.9% | |
| 2327.89 | 6 | 0.9% | |
| 2049.2 | 5 | 0.7% | |
| 1947.56 | 5 | 0.7% | |
| 2246.13 | 5 | 0.7% | |
| 2391.96 | 4 | 0.6% | |
| 2195.44 | 4 | 0.6% | |
| 2196.32 | 4 | 0.6% | |
| 2407.49 | 4 | 0.6% | |
| 1927.17 | 3 | 0.4% | |
| 2412.4 | 3 | 0.4% | |
| 2201.19 | 3 | 0.4% | |
| 2177.05 | 3 | 0.4% | |
| 2055.8 | 3 | 0.4% | |
| 2233.45 | 3 | 0.4% | |
| 2100.2 | 3 | 0.4% | |
| 2152.41 | 3 | 0.4% | |
| 2249.37 | 3 | 0.4% | |
| 2119.01 | 3 | 0.4% | |
| 2196.09 | 3 | 0.4% | |
| 2186.95 | 3 | 0.4% | |
| 2351.67 | 3 | 0.4% | |
| 1717.73 | 3 | 0.4% | |
| 2094.36 | 3 | 0.4% | |
| 2368.25 | 3 | 0.4% | |
| Other values (426) | 579 | 86.4% |
| Value | Count | Frequency (%) | |
| 1457.64 | 1 | 0.1% | |
| 1482.46 | 1 | 0.1% | |
| 1566.15 | 3 | 0.4% | |
| 1591.2 | 1 | 0.1% | |
| 1609.97 | 1 | 0.1% | |
| 1672.44 | 1 | 0.1% | |
| 1685.46 | 1 | 0.1% | |
| 1686.24 | 1 | 0.1% | |
| 1704.76 | 1 | 0.1% | |
| 1714.86 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2443.58 | 1 | 0.1% | |
| 2437.53 | 1 | 0.1% | |
| 2435.92 | 1 | 0.1% | |
| 2432.35 | 1 | 0.1% | |
| 2427.91 | 1 | 0.1% | |
| 2418.67 | 1 | 0.1% | |
| 2412.4 | 3 | 0.4% | |
| 2407.49 | 4 | 0.6% | |
| 2406.17 | 1 | 0.1% | |
| 2403.73 | 1 | 0.1% |
soeul_oil_consumption
Real number (ℝ≥0)
| Distinct count | 22 |
|---|---|
| Unique (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4017.5597014925374 |
|---|---|
| Minimum | 2979.0 |
| Maximum | 5462.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 2979 |
|---|---|
| 5-th percentile | 2982 |
| Q1 | 3224 |
| median | 4011 |
| Q3 | 4603 |
| 95-th percentile | 5117 |
| Maximum | 5462 |
| Range | 2483 |
| Interquartile range (IQR) | 1379 |
Descriptive statistics
| Standard deviation | 733.2785064 |
|---|---|
| Coefficient of variation (CV) | 0.1825183845 |
| Kurtosis | -1.042767181 |
| Mean | 4017.559701 |
| Median Absolute Deviation (MAD) | 606.5 |
| Skewness | 0.1707438 |
| Sum | 2691765 |
| Variance | 537697.3679 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 4603 | 60 | 9.0% | |
| 3046 | 31 | 4.6% | |
| 4011 | 31 | 4.6% | |
| 5462 | 31 | 4.6% | |
| 5008 | 31 | 4.6% | |
| 3674 | 31 | 4.6% | |
| 4632 | 31 | 4.6% | |
| 4426 | 31 | 4.6% | |
| 4010 | 31 | 4.6% | |
| 4094 | 31 | 4.6% | |
| 2982 | 31 | 4.6% | |
| 3188 | 31 | 4.6% | |
| 3224 | 31 | 4.6% | |
| 4208 | 30 | 4.5% | |
| 4804 | 30 | 4.5% | |
| 5117 | 30 | 4.5% | |
| 3590 | 30 | 4.5% | |
| 2979 | 30 | 4.5% | |
| 3738 | 30 | 4.5% | |
| 3833 | 29 | 4.3% | |
| 3116 | 28 | 4.2% | |
| 3633 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2979 | 30 | 4.5% | |
| 2982 | 31 | 4.6% | |
| 3046 | 31 | 4.6% | |
| 3116 | 28 | 4.2% | |
| 3188 | 31 | 4.6% | |
| 3224 | 31 | 4.6% | |
| 3590 | 30 | 4.5% | |
| 3633 | 1 | 0.1% | |
| 3674 | 31 | 4.6% | |
| 3738 | 30 | 4.5% |
| Value | Count | Frequency (%) | |
| 5462 | 31 | 4.6% | |
| 5117 | 30 | 4.5% | |
| 5008 | 31 | 4.6% | |
| 4804 | 30 | 4.5% | |
| 4632 | 31 | 4.6% | |
| 4603 | 60 | 9.0% | |
| 4426 | 31 | 4.6% | |
| 4208 | 30 | 4.5% | |
| 4094 | 31 | 4.6% | |
| 4011 | 31 | 4.6% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| date | seoul_covid_confirmed | seoul_covid_death | seoul_covid_released | china_pm2.5 | china_pm10 | china_stock_index | 기온 | 강수량 | 풍속 | 최다풍향 | 습도 | 기압 | 안개시간 | y_pm2.5 | y_pm10 | transport_in | transport_out | transport_inandout | china_covid_confirmed | china_covid_death | kospi_index | soeul_oil_consumption | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2019-01-01 | 0.0 | 0.0 | 0.0 | 182 | 125.0 | 2465.29 | -5.0 | 0.0 | 2.1 | 290.0 | 49.5 | 1022.6 | 0.0 | 25.0 | 38.0 | 3534195.0 | 3531605.0 | 7065800.0 | 0.0 | 0.0 | 2010.00 | 3633.0 |
| 1 | 2019-01-02 | 0.0 | 0.0 | 0.0 | 182 | 125.0 | 2465.29 | -4.9 | 0.0 | 1.7 | 270.0 | 42.8 | 1023.4 | 0.0 | 22.0 | 34.0 | 4658330.0 | 4578983.0 | 9237313.0 | 0.0 | 0.0 | 2010.00 | 2982.0 |
| 2 | 2019-01-03 | 0.0 | 0.0 | 0.0 | 182 | 133.0 | 2464.36 | -3.5 | 0.0 | 1.4 | 290.0 | 38.8 | 1024.2 | 0.0 | 24.0 | 39.0 | 4892831.0 | 4780205.0 | 9673036.0 | 0.0 | 0.0 | 1993.70 | 2982.0 |
| 3 | 2019-01-04 | 0.0 | 0.0 | 0.0 | 198 | 151.0 | 2514.87 | -1.1 | 0.0 | 1.2 | 20.0 | 55.5 | 1019.5 | 0.0 | 42.0 | 60.0 | 5011360.0 | 4946281.0 | 9957641.0 | 0.0 | 0.0 | 2010.25 | 2982.0 |
| 4 | 2019-01-05 | 0.0 | 0.0 | 0.0 | 224 | 64.0 | 2514.87 | -2.8 | 0.0 | 2.2 | 290.0 | 40.3 | 1016.6 | 0.0 | 40.0 | 63.0 | 4434645.0 | 4382017.0 | 8816662.0 | 0.0 | 0.0 | 2010.25 | 2982.0 |
| 5 | 2019-01-06 | 0.0 | 0.0 | 0.0 | 106 | 91.0 | 2514.87 | -2.8 | 0.0 | 1.2 | 290.0 | 35.0 | 1017.6 | 0.0 | 23.0 | 49.0 | 3635917.0 | 3525408.0 | 7161325.0 | 0.0 | 0.0 | 2010.25 | 2982.0 |
| 6 | 2019-01-07 | 0.0 | 0.0 | 0.0 | 161 | 159.0 | 2533.09 | -1.9 | 0.0 | 1.4 | 290.0 | 46.4 | 1017.4 | 0.0 | 37.0 | 57.0 | 4625330.0 | 4623444.0 | 9248774.0 | 0.0 | 0.0 | 2037.10 | 2982.0 |
| 7 | 2019-01-08 | 0.0 | 0.0 | 0.0 | 219 | 64.0 | 2526.46 | -3.5 | 0.0 | 2.6 | 290.0 | 31.0 | 1018.2 | 0.0 | 18.0 | 41.0 | 4928774.0 | 4935362.0 | 9864136.0 | 0.0 | 0.0 | 2025.27 | 2982.0 |
| 8 | 2019-01-09 | 0.0 | 0.0 | 0.0 | 79 | 63.0 | 2544.34 | -4.7 | 0.0 | 1.3 | 50.0 | 28.8 | 1022.0 | 0.0 | 22.0 | 51.0 | 4891248.0 | 4900404.0 | 9791652.0 | 0.0 | 0.0 | 2064.71 | 2982.0 |
| 9 | 2019-01-10 | 0.0 | 0.0 | 0.0 | 93 | 74.0 | 2535.10 | -0.6 | 0.0 | 1.3 | 290.0 | 48.8 | 1015.5 | 0.0 | 34.0 | 58.0 | 4956516.0 | 4939590.0 | 9896106.0 | 0.0 | 0.0 | 2063.28 | 2982.0 |
Last rows
| date | seoul_covid_confirmed | seoul_covid_death | seoul_covid_released | china_pm2.5 | china_pm10 | china_stock_index | 기온 | 강수량 | 풍속 | 최다풍향 | 습도 | 기압 | 안개시간 | y_pm2.5 | y_pm10 | transport_in | transport_out | transport_inandout | china_covid_confirmed | china_covid_death | kospi_index | soeul_oil_consumption | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 660 | 2020-10-22 | 5748.0 | 74.0 | 5283.0 | 132 | 105.0 | 3312.50 | 13.5 | 0.0 | 2.8 | 50.0 | 66.0 | 1003.5 | 0.0 | 30.0 | 63.0 | 4618706.0 | 4825112.0 | 9443818.0 | 22.0 | 0.0 | 2355.05 | 4603.0 |
| 661 | 2020-10-23 | 5768.0 | 74.0 | 5304.0 | 83 | 52.0 | 3278.00 | 8.6 | 0.0 | 3.0 | 270.0 | 51.5 | 1004.9 | 0.0 | 9.0 | 25.0 | 4692848.0 | 4940239.0 | 9633087.0 | 29.0 | 0.0 | 2360.81 | 4603.0 |
| 662 | 2020-10-24 | 5790.0 | 74.0 | 5350.0 | 54 | 54.0 | 3278.00 | 8.7 | 0.0 | 2.5 | 270.0 | 47.6 | 1008.7 | 0.0 | 10.0 | 25.0 | 4503569.0 | 4729889.0 | 9233458.0 | 33.0 | 0.0 | 2360.81 | 4603.0 |
| 663 | 2020-10-25 | 5807.0 | 74.0 | 5350.0 | 63 | 67.0 | 3278.00 | 11.8 | 0.0 | 1.7 | 20.0 | 62.5 | 1009.9 | 0.0 | 15.0 | 29.0 | 3903108.0 | 4062970.0 | 7966078.0 | 19.0 | 0.0 | 2360.81 | 4603.0 |
| 664 | 2020-10-26 | 5827.0 | 74.0 | 5368.0 | 106 | 92.0 | 3251.12 | 12.9 | 0.0 | 1.6 | 20.0 | 71.6 | 1009.8 | 0.0 | 28.0 | 50.0 | 4423630.0 | 4717361.0 | 9140991.0 | 26.0 | 0.0 | 2343.91 | 4603.0 |
| 665 | 2020-10-27 | 5851.0 | 76.0 | 5394.0 | 144 | 98.0 | 3254.32 | 14.0 | 0.0 | 1.8 | 270.0 | 74.1 | 1010.9 | 0.0 | 47.0 | 74.0 | 4530392.0 | 4774614.0 | 9305006.0 | 24.0 | 0.0 | 2330.84 | 4603.0 |
| 666 | 2020-10-28 | 5876.0 | 77.0 | 5434.0 | 126 | 69.0 | 3269.24 | 13.8 | 0.0 | 2.5 | 270.0 | 52.1 | 1012.6 | 0.0 | 27.0 | 49.0 | 4588788.0 | 4836718.0 | 9425506.0 | 42.0 | 0.0 | 2345.26 | 4603.0 |
| 667 | 2020-10-29 | 5912.0 | 78.0 | 5462.0 | 88 | 92.0 | 3272.73 | 10.8 | 0.0 | 2.0 | 270.0 | 40.3 | 1013.7 | 0.0 | 15.0 | 37.0 | 4623029.0 | 4886518.0 | 9509547.0 | 24.0 | 0.0 | 2326.67 | 4603.0 |
| 668 | 2020-10-30 | 5960.0 | 78.0 | 5475.0 | 127 | 93.0 | 3224.53 | 11.9 | 0.0 | 1.5 | 50.0 | 42.9 | 1015.2 | 0.0 | 19.0 | 43.0 | 4695985.0 | 4958248.0 | 9654233.0 | 25.0 | 0.0 | 2267.15 | 4603.0 |
| 669 | 2020-10-31 | 6011.0 | 78.0 | 5495.0 | 152 | 77.0 | 3224.53 | 13.6 | 0.0 | 2.6 | 200.0 | 60.3 | 1013.9 | 0.0 | 14.0 | 28.0 | 4523453.0 | 4787495.0 | 9310948.0 | 33.0 | 0.0 | 2267.15 | 4603.0 |